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#FILE: assign_cogs.pl
#AUTH: Paul Stothard (paul.stothard@gmail.com)
#DATE: June 5, 2010
#VERS: 1.0
use warnings;
use strict;
use Data::Dumper;
use Getopt::Long;
Getopt::Long::Configure('no_ignore_case');
use File::Temp;
use Bio::SeqIO;
my %options = (
input => undef,
output => undef,
protein_source => undef,
myva => undef,
whog => undef,
get_orfs => undef,
get_cds => undef,
local_bl => undef,
genetic_code => 11,
all_cogs => undef,
e_value => 10.0,
hit_proportion => undef,
starts => 'atg|ttg|att|gtg|ctg',
stops => 'taa|tag|tga',
m_orf => 30,
m_score => undef,
verbose => undef
);
GetOptions(
'i=s' => \$options{input},
'o=s' => \$options{output},
's=s' => \$options{protein_source},
'myva=s' => \$options{myva},
'whog=s' => \$options{whog},
'get_orfs=s' => \$options{get_orfs},
'get_cds=s' => \$options{get_cds},
'local_bl=s' => \$options{local_bl},
'blastall=s' => \$options{blastall},
'c=i' => \$options{genetic_code},
'a' => \$options{all_cogs},
'e=f' => \$options{e_value},
'p=f' => \$options{hit_proportion},
'starts=s' => \$options{starts},
'stops=s' => \$options{stops},
'm_orf=i' => \$options{m_orf},
'm_score=f' => \$options{m_score},
'v' => \$options{verbose}
);
if ( !defined( $options{input} ) ) {
print "Please specify an input file using the '-i' option.\n";
die( print_usage() . "\n" );
}
if ( !defined( $options{output} ) ) {
print "Please specify an output file using the '-o' option.\n";
die( print_usage() . "\n" );
}
if ( !defined( $options{protein_source} ) ) {
print "Please specify a protein source using the '-s' option.\n";
die( print_usage() . "\n" );
}
if ( !defined( $options{myva} ) ) {
print "Please specify a myva file using the '-myva' option.\n";
die( print_usage() . "\n" );
}
if ( !defined( $options{whog} ) ) {
print "Please specify a whog file using the '-whog' option.\n";
die( print_usage() . "\n" );
}
if ( !defined( $options{get_orfs} ) ) {
print
"Please specify the location of the get_orfs.pl script using the '-get_orfs' option.\n";
die( print_usage() . "\n" );
}
if ( !defined( $options{get_cds} ) ) {
print
"Please specify the location of the get_cds.pl script using the '-get_cds' option.\n";
die( print_usage() . "\n" );
}
if ( !defined( $options{local_bl} ) ) {
print
"Please specify the location of the local_blast_client.pl script using the '-local_bl' option.\n";
die( print_usage() . "\n" );
}
if ( !defined( $options{blastall} ) ) {
print
"Please specify the location of the blastall program using the '-blastall' option.\n";
die( print_usage() . "\n" );
}
#determine length of input sequence
my $sequence_length = get_seq_length( $options{input} );
#parse whog file
message( $options{verbose}, "Parsing whog file '$options{whog}'.\n" );
my $seq_id_to_function_hash = parse_whog_file( $options{whog} );
#obtain protein sequences
my $protein_file = new File::Temp();
my $protein_file_name = $protein_file->filename;
if ( lc( $options{protein_source} ) eq 'cds' ) {
message( $options{verbose},
"Obtaining CDS translations from '$options{input}'.\n" );
my $command
= "perl $options{get_cds} -i $options{input} -o $protein_file_name";
my $result = system($command);
if ( $result != 0 ) {
die("The following command failed: '$command'\n");
}
#file will not exist if no CDS features found
if ( !-f $protein_file_name ) {
message( $options{verbose},
"No CDS translations found in '$options{input}'.\n" );
exit;
}
}
elsif ( lc( $options{protein_source} ) eq 'orfs' ) {
message( $options{verbose},
"Obtaining ORF translations from '$options{input}'.\n" );
my $command
= "perl $options{get_orfs} -i $options{input} -o $protein_file_name -g $options{genetic_code}"
. " -starts '$options{starts}' -stops '$options{stops}' -m $options{m_orf}";
my $result = system($command);
if ( $result != 0 ) {
die("The following command failed: '$command'\n");
}
#file will not exist if no ORFs found
if ( !-f $protein_file_name ) {
message( $options{verbose},
"No ORF translations found in '$options{input}'.\n" );
exit;
}
}
else {
print
"Please specify 'cds' or 'orfs' as the protein source using the '-s' option.\n";
die( print_usage() . "\n" );
}
#perform blast search
my $blast_file = new File::Temp();
my $blast_file_name = $blast_file->filename;
if (1) {
message( $options{verbose},
"Performing BLAST comparison for proteins from '$options{input}'.\n"
);
my $command
= "perl $options{local_bl} -i $protein_file_name -o $blast_file_name"
. " -d $options{myva} -b blastp -x $options{e_value} -y $options{blastall}";
if ( defined( $options{hit_proportion} ) ) {
$command = $command . " -p $options{hit_proportion}";
}
if ( defined( $options{m_score} ) ) {
$command = $command . " -s $options{m_score}";
}
if ( !defined( $options{all_cogs} ) ) {
$command = $command . " -t 1";
}
else {
$command = $command . " -t 100";
}
my $result = system($command);
if ( $result != 0 ) {
die("The following command failed: '$command'\n");
}
}
#parse blast results and write output file
message( $options{verbose},
"Assigning COG functional categories to proteins from '$options{input}'.\n"
);
my $blast_results = parse_blast( $blast_file_name, $sequence_length );
open( my $OUTFILE, '>', $options{output} ) or die("Cannot open file : $!");
print $OUTFILE "seqname\tsource\tfeature\tstart\tend\tscore\tstrand\tframe\n";
foreach my $blast_result ( @{$blast_results} ) {
#determine cog functional category
my $cog_function;
my $cog_id = '.';
if (defined(
$seq_id_to_function_hash->{ $blast_result->{match_id} }
->{function}
)
)
{
$cog_function
= $seq_id_to_function_hash->{ $blast_result->{match_id} }
->{function};
}
if (defined(
$seq_id_to_function_hash->{ $blast_result->{match_id} }->{id}
)
)
{
$cog_id
= $seq_id_to_function_hash->{ $blast_result->{match_id} }->{id};
}
my $seq_name = $blast_result->{query_id};
my $strand = $blast_result->{q_strand};
if ( $strand == -1 ) {
$strand = '-';
}
elsif ( $strand == 1 ) {
$strand = '+';
}
my $score = sprintf( "%.2f", ( $blast_result->{'%_identity'} / 100 ) );
if ( defined($cog_function) ) {
print $OUTFILE
"$seq_name\t$cog_id\t$cog_function\t$blast_result->{q_start}\t$blast_result->{q_end}\t$score\t$strand\t$blast_result->{q_rf}\n";
}
}
close($OUTFILE) or die("Cannot close file: $!");
message( $options{verbose},
"Open '$options{output}' to view the results.\n" );
sub parse_whog_file {
my $whog_file = shift;
my %cog_whog_hash = ();
open( my $WHOG, $whog_file ) or die("Cannot open file : $!");
local $/ = "_______";
while ( my $record = <$WHOG> ) {
my $cog_function;
my $cog_id;
#[H] COG0001 Glutamate-1-semialdehyde aminotransferase
#[LKJ] COG0513 Superfamily II DNA and RNA helicases
if ( $record =~ m/\[([A-Z]+)\]\s+(COG\d+)\s+([^\n\cM]+)/ ) {
$cog_function = $1;
$cog_id = $2;
}
# Ape: APE2130 APE2299
while ( $record =~ m/\s{2}\S+:\s+([^\n\cM]+)/g ) {
my @ids = split( /\s/, $1 );
foreach my $id (@ids) {
my %hash = ( function => $cog_function, id => $cog_id );
$cog_whog_hash{$id} = \%hash;
}
}
}
close($WHOG) or die("Cannot close file : $!");
return \%cog_whog_hash;
}
sub get_seq_length {
my $file = shift;
my $type;
open( INFILE, $file ) or die("Cannot open file: $!");
while ( my $line = <INFILE> ) {
if ( !( $line =~ m/\S/ ) ) {
next;
}
#guess file type from first line
if ( $line =~ m/^LOCUS\s+/ ) {
$type = "genbank";
}
elsif ( $line =~ m/^ID\s+/ ) {
$type = "embl";
}
elsif ( $line =~ m/^\s*>/ ) {
$type = "fasta";
}
else {
$type = "raw";
}
last;
}
close(INFILE) or die("Cannot close file: $!");
#get seqobj
my $in = Bio::SeqIO->new(
-format => $type,
-file => $file
);
my $seq = $in->next_seq();
return $seq->length();
}
#based on the _parseBlast subroutine from cgview_xml_builder.pl
sub parse_blast {
my $file = shift;
my $sequence_length = shift;
#The file can contain comments starting with'#'
#The file must have a line beginning with a 'query_id' and indicating the column names:
#query_id match_id match_description %_identity alignment_length mismatches gap_openings q_start q_end s_start s_end evalue bit_score
my @required = (
'query_id', '%_identity', 'q_start', 'q_end',
'alignment_length', 'evalue'
);
my $lineCount = 0;
my @columnTitles = ();
my $columnsRead = 0;
#program will be used to store the value of #PROGRAM in the blast results header.
#if it is blastp or tblastn then q_start and q_end are in residues and need to
#be converted to bases.
my $program = undef;
open( INFILE, $file )
or die("Cannot open the BLAST results file '$file'\n");
#check for column titles
while ( my $line = <INFILE> ) {
$line =~ s/\cM|\n//g;
$lineCount++;
if ( $line =~ m/^\#PROGRAM\s*=\s*([^\s]+)/ ) {
$program = $1;
}
if ( $line =~ m/^\#/ ) {
next;
}
if ( $line =~ m/^query_id/ ) {
$columnsRead = 1;
@columnTitles = @{ _split($line) };
last;
}
}
if ( !( defined($program) ) ) {
die("Cannot parse the #PROGRAM field in the BLAST results file '$file'\n"
);
}
if (!($program =~ m/^blastp$/)) {
die("#PROGRAM field in the BLAST results file '$file' is not 'blastp'\n");
}
#print Dumper(@columnTitles);
#now check for required columns
foreach (@required) {
my $req = $_;
my $match = 0;
foreach (@columnTitles) {
my $columnTitle = $_;
if ( $columnTitle eq $req ) {
$match = 1;
last;
}
}
if ( !($match) ) {
die("The BLAST results in '$file' do not contain a column labeled '$req'\n"
);
}
}
my $scale = 3;
#read the remaining entries
my @entries = ();
while ( my $line = <INFILE> ) {
$line =~ s/\cM|\n//g;
$lineCount++;
if ( $line =~ m/^\#/ ) {
next;
}
if ( $line =~ m/\S/ ) {
my @values = @{ _split($line) };
#skip lines with missing values
if ( scalar(@values) != scalar(@columnTitles) ) {
next;
}
my %entry = ();
for ( my $i = 0; $i < scalar(@columnTitles); $i++ ) {
$entry{ $columnTitles[$i] } = $values[$i];
}
#do some error checking of values
#check query_id, %_identity, q_start, and q_end
#skip if no identity value
if ( !( $entry{'%_identity'} =~ m/\d/ ) ) {
die("No \%_identity value BLAST results '$file' line '$lineCount'\n"
);
}
if ( !( $entry{'q_start'} =~ m/\d/ ) ) {
die("No q_start value BLAST results '$file' line '$lineCount'\n"
);
}
if ( !( $entry{'q_end'} =~ m/\d/ ) ) {
die("No q_end value BLAST results '$file' line '$lineCount'\n"
);
}
#Note that the following example blast result is not handled properly:
#tagA;pO157p01;_start=92527;end=2502;strand=1;rf=1 tagA;pO157p01;_start=92527;end=2502;strand=1;rf=1 - 100.00 898 0 0 1 898 1 898 0.0 1845
#This is because the feature spans the end/start boundary of the circular sequence.
#For now such features will be skipped.
#try to add reading frame and strand information using information
#in the query_id:
#orf3_start=3691;end=3858;strand=1;rf=1
#orf16_start=8095;end=8178;strand=1;rf=1
#
#The q_start and q_end values are to be the region of the query that matched
#the hit. Depending on the search type, these can be in amino acids
#or bases. The values in the query_id are always in bases. The
#scale factor is used to convert the q_start and q_end values
#so that they can be used to adjust the values in the query_id.
#This allows hits to be mapped to the genomic sequence
if ($entry{'query_id'} =~ m/start=(\d+);end=(\d+);strand=(\-*\d+);rf=(\d+)\s*$/) {
my $genome_start = $1;
my $genome_end = $2;
my $genome_strand = $3;
my $genome_rf = $4;
$entry{'q_rf'} = $genome_rf;
my $match_length_bases;
if ($entry{'q_start'} > $entry{'q_end'}) {
my $temp = $entry{'q_start'};
$entry{'q_start'} = $entry{'q_end'};
$entry{'q_end'} = $temp;
$genome_strand = $genome_strand * -1;
$entry{'q_rf'} = undef;
}
$match_length_bases = ($entry{'q_end'} - $entry{'q_start'} + 1) * $scale;
if ($genome_strand == -1) {
$entry{'q_strand'} = -1;
$entry{'q_end'} = $genome_end - ($entry{'q_start'} * $scale) + (1 * $scale);
$entry{'q_start'} = $entry{'q_end'} - $match_length_bases + 1;
}
else {
$entry{'q_strand'} = 1;
$entry{'q_start'} = $genome_start + ($entry{'q_start'} * $scale) - (1 * $scale);
$entry{'q_end'} = $entry{'q_start'} + $match_length_bases - 1;
}
}
else {
die ("Unable to parse BLAST result from file '$file' line '$lineCount'.");
}
if ( $entry{'q_start'} < 1 ) {
$entry{'q_start'} = $entry{'q_start'} + $sequence_length;
}
if ( $entry{'q_end'} < 1 ) {
$entry{'q_end'} = 1;
}
if ( $entry{'q_start'} > $sequence_length ) {
$entry{'q_start'} = $sequence_length;
}
if ( $entry{'q_end'} > $sequence_length ) {
$entry{'q_end'} = $entry{'q_end'} - $sequence_length;
}
push( @entries, \%entry );
}
}
close(INFILE) or die("Cannot close file : $!");
return \@entries;
}
#from cgview_xml_builder.pl
sub _split {
my $line = shift;
my @values = ();
if ( $line =~ m/\t/ ) {
@values = split( /\t/, $line );
}
elsif ( $line =~ m/\,/ ) {
@values = split( /\,/, $line );
}
else {
@values = split( /\s/, $line );
}
foreach (@values) {
$_ = _cleanValue($_);
}
return \@values;
}
#from cgview_xml_builder.pl
sub _cleanValue {
my $value = shift;
if ( !defined($value) ) {
return ".";
}
if ( $value =~ m/^\s*$/ ) {
return ".";
}
$value =~ s/^\s+//g;
$value =~ s/\s+$//g;
$value =~ s/\"|\'//g;
return $value;
}
sub message {
my $verbose = shift;
my $message = shift;
if ($verbose) {
print $message;
}
}
sub print_usage {
print <<BLOCK;
USAGE: perl assign_cogs.pl [-arguments]
-i [FILE] : GenBank, EMBL, FASTA, or raw DNA sequence file
(Required).
-o [FILE] : Output file to create (Required).
-s [STRING] : Source of protein sequences. Use 'cds' to indicate
that the CDS translations in the GenBank file
should be used. Use 'orfs' to indicate that
translated open reading frames should be used
(Required).
-myva [FILE] : COG myva file formatted as a BLAST database
(Required).
-whog [FILE] : COG whog file (Required).
-get_orfs [FILE] : Path to the get_orfs.pl script (Required).
-get_cds [FILE] : Path to the get_cds.pl script (Required).
-local_bl [FILE] : Path to the local_blast_client.pl script
(Required).
-blastall [FILE] : Path to the blastall program (Required).
-c [INTEGER] : NCBI genetic code to use for translations
(Optional. Default is 11).
-a : report all COG functional categories identified by
BLAST (Optional. Default is to report functional
category from top BLAST hit).
-e [REAL] : E value cutoff for BLAST search (Optional. Default
is 10.0).
-p [REAL] : Minimum HSP length to keep, expressed as a
proportion of the query sequence length
(Optional. Default is to ignore length).
-starts [STRING] : Start codons for ORFs (Optional. Default is
'atg|ttg|att|gtg|ctg'. To allow ORFs to begin with
any codon, use the value 'any').
-stops [STRING] : Stop codons for ORFs (Optional. Default is
'taa|tag|tga').
-m_orf [INTEGER] : Minimum acceptable length for ORFs in codons
(Optional. Default is 30 codons).
-m_score [REAL] : Minimum acceptable BLAST score for COG assignment
(Optional. Default is to ignore score).
-v : provide progress messages (Optional).
perl assign_cogs.pl -i test_input/NC_013407.gbk \
-o test_output/NC_013407.gff -s cds \
-myva db/myva -whog db/whog \
-get_orfs get_orfs/get_orfs.pl \
-get_cds get_cds/get_cds.pl \
-local_bl local_blast_client/local_blast_client.pl
BLOCK
}
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